Create Training Set

Train application_name system_name processors num_mpi num_omppn input frequency executable_name scenario frequency papi_tot_cyc papi_tot_ins papi_l1_tcm papi_l2_tcm papi_fml_ins papi_br_tkn papi_l2_ldm papi_l2_stm papi_fdv_ins papi_br_cn papi_tot_iis papi_ca_shr papi_ca_cln papi_ca_itv papi_br_ntk papi_br_msp papi_fp_ins papi_res_stl papi_l1_ldm papi_l1_stm papi_l2_tcw papi_l2_dca papi_l2_dcr papi_l2_dcw papi_l1_icm papi_br_ins papi_l1_dch papi_l1_dca papi_l1_dcm papi_l1_tca papi_l1_ica papi_fp_ops papi_l2_ica papi_tlb_dm papi_vec_ins papi_l2_dcm papi_l2_icm papi_l2_tch papi_l2_tca papi_ld_ins papi_sr_ins papi_tlb_im papi_hw_int papi_l3_tcm nruntime power_sys power_cpu power_mem num_mpi num_omppn scaling_factor
gtcmpi systemg 30 10 3 Particles in Cell=50.0 2.4 gtcmpi empirical 2.4 1 0.9354721700046936 0.0087529939349566 0.0031022976812287 0.1590932962326643 0.0367671710149016 0.0 0.0021855567099576 0.0033330575244402 0.0379401489275451 1.000781991417169 0.0035952618408354 0.0001071397395898 2.88622671604e-05 0.0216608477255545 0.0010059596807433 0.3004599106244837 0.3087255998403977 0.0180516500482365 0.0008346170548435 0.0008346170548435 0.0 0.0180558346351908 0.0008473813061363 8.95561445672e-05 0.0583333338036457 0.0 0.4068882532118293 0.0086795434464151 0.0 0.9950700378789036 0.3021219662754028 0.0001889635620911 9.0481931439e-06 0.0114581414069766 0.0 4.4500685698e-06 0.0 0.0190830647795288 0.2828987920189442 0.087711085012174 4.968197316e-07 4.453431781e-07 0.0 4.2254350878e-10 272.1987 95.75 86.3908 10 3 183127868236.376413043